We have to look at the meaning of deforestation. Deforestation means the uprooting of trees. Trees have roots that are underground to collect nutrients from the soil. The roots also grip the soil, making the soil harder. If the tree is uprooted, then the soil has no support, making it easier to move. Thus, even a small movement can erode the soil.
